Task 3557364
| Name | ParityMachine-1605454639-7990-12_0 |
| Workunit | 1778765 |
| Created | 5 Jan 2021, 15:55:14 UTC |
| Sent | 6 Jan 2021, 17:07:24 UTC |
| Report deadline | 13 Jan 2021, 17:07:24 UTC |
| Received | 9 Jan 2021, 14:21:44 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5848 |
| Run time | 27 min 45 sec |
| CPU time | 26 min 52 sec |
| Validate state | Valid |
| Credit | 2,080.00 |
| Device peak FLOPS | 2,239.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.7</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 514 | loss: 0.0311546 | val_loss: 0.0311587 | Time: 1571.94 ms [2021-01-09 15:07:53 main:574] : INFO : Epoch 515 | loss: 0.0311571 | val_loss: 0.0311598 | Time: 1594.68 ms [2021-01-09 15:07:54 main:574] : INFO : Epoch 516 | loss: 0.0311575 | val_loss: 0.0311616 | Time: 1575.9 ms [2021-01-09 15:07:56 main:574] : INFO : Epoch 517 | loss: 0.0311577 | val_loss: 0.031161 | Time: 1569.05 ms [2021-01-09 15:07:58 main:574] : INFO : Epoch 518 | loss: 0.0311579 | val_loss: 0.0311599 | Time: 1540.2 ms [2021-01-09 15:07:59 main:574] : INFO : Epoch 519 | loss: 0.0311579 | val_loss: 0.0311606 | Time: 1597.25 ms [2021-01-09 15:08:01 main:574] : INFO : Epoch 520 | loss: 0.0311582 | val_loss: 0.0311611 | Time: 1567.88 ms [2021-01-09 15:08:02 main:574] : INFO : Epoch 521 | loss: 0.031158 | val_loss: 0.0311619 | Time: 1563.1 ms [2021-01-09 15:08:04 main:574] : INFO : Epoch 522 | loss: 0.0311576 | val_loss: 0.0311617 | Time: 1562.16 ms [2021-01-09 15:08:06 main:574] : INFO : Epoch 523 | loss: 0.0311588 | val_loss: 0.0311598 | Time: 1554.35 ms [2021-01-09 15:08:07 main:574] : INFO : Epoch 524 | loss: 0.0311566 | val_loss: 0.0311605 | Time: 1608.7 ms [2021-01-09 15:08:09 main:574] : INFO : Epoch 525 | loss: 0.0311564 | val_loss: 0.0311614 | Time: 1526.13 ms [2021-01-09 15:08:10 main:574] : INFO : Epoch 526 | loss: 0.0311562 | val_loss: 0.0311606 | Time: 1541.87 ms [2021-01-09 15:08:12 main:574] : INFO : Epoch 527 | loss: 0.0311569 | val_loss: 0.0311627 | Time: 1589.67 ms [2021-01-09 15:08:14 main:574] : INFO : Epoch 528 | loss: 0.0311565 | val_loss: 0.0311622 | Time: 1590.94 ms [2021-01-09 15:08:15 main:574] : INFO : Epoch 529 | loss: 0.0311547 | val_loss: 0.0311603 | Time: 1587.87 ms [2021-01-09 15:08:17 main:574] : INFO : Epoch 530 | loss: 0.0311549 | val_loss: 0.0311606 | Time: 1584.38 ms [2021-01-09 15:08:19 main:574] : INFO : Epoch 531 | loss: 0.0311549 | val_loss: 0.0311605 | Time: 1605.49 ms [2021-01-09 15:08:20 main:574] : INFO : Epoch 532 | loss: 0.0311543 | val_loss: 0.03116 | Time: 1555.52 ms [2021-01-09 15:08:22 main:574] : INFO : Epoch 533 | loss: 0.0311552 | val_loss: 0.0311597 | Time: 1533.55 ms [2021-01-09 15:08:23 main:574] : INFO : Epoch 534 | loss: 0.0311573 | val_loss: 0.0311588 | Time: 1557 ms [2021-01-09 15:08:25 main:574] : INFO : Epoch 535 | loss: 0.0311581 | val_loss: 0.0311579 | Time: 1548.9 ms [2021-01-09 15:08:26 main:574] : INFO : Epoch 536 | loss: 0.031156 | val_loss: 0.0311577 | Time: 1557.2 ms [2021-01-09 15:08:28 main:574] : INFO : Epoch 537 | loss: 0.0311557 | val_loss: 0.0311596 | Time: 1609.39 ms [2021-01-09 15:08:30 main:574] : INFO : Epoch 538 | loss: 0.0311559 | val_loss: 0.0311601 | Time: 1514.55 ms [2021-01-09 15:08:31 main:574] : INFO : Epoch 539 | loss: 0.0311546 | val_loss: 0.0311605 | Time: 1589.7 ms [2021-01-09 15:08:33 main:574] : INFO : Epoch 540 | loss: 0.031154 | val_loss: 0.0311605 | Time: 1552.76 ms [2021-01-09 15:08:34 main:574] : INFO : Epoch 541 | loss: 0.0311542 | val_loss: 0.0311605 | Time: 1533.53 ms [2021-01-09 15:08:36 main:574] : INFO : Epoch 542 | loss: 0.0311541 | val_loss: 0.03116 | Time: 1548.58 ms [2021-01-09 15:08:38 main:574] : INFO : Epoch 543 | loss: 0.0311545 | val_loss: 0.0311608 | Time: 1534.93 ms [2021-01-09 15:08:39 main:574] : INFO : Epoch 544 | loss: 0.0311545 | val_loss: 0.0311604 | Time: 1560.89 ms [2021-01-09 15:08:41 main:574] : INFO : Epoch 545 | loss: 0.0311583 | val_loss: 0.0311629 | Time: 1561.78 ms [2021-01-09 15:08:42 main:574] : INFO : Epoch 546 | loss: 0.0311589 | val_loss: 0.0311607 | Time: 1525.46 ms [2021-01-09 15:08:44 main:574] : INFO : Epoch 547 | loss: 0.0311573 | val_loss: 0.0311613 | Time: 1524.48 ms [2021-01-09 15:08:46 main:574] : INFO : Epoch 548 | loss: 0.0311566 | val_loss: 0.0311641 | Time: 1564.46 ms [2021-01-09 15:08:47 main:574] : INFO : Epoch 549 | loss: 0.0311565 | val_loss: 0.0311628 | Time: 1553.06 ms [2021-01-09 15:08:49 main:574] : INFO : Epoch 550 | loss: 0.0311567 | val_loss: 0.0311623 | Time: 1600.54 ms [2021-01-09 15:08:50 main:574] : INFO : Epoch 551 | loss: 0.0311566 | val_loss: 0.0311606 | Time: 1521.8 ms [2021-01-09 15:08:52 main:574] : INFO : Epoch 552 | loss: 0.0311614 | val_loss: 0.0311602 | Time: 1571.34 ms [2021-01-09 15:08:54 main:574] : INFO : Epoch 553 | loss: 0.031161 | val_loss: 0.031162 | Time: 1528.99 ms [2021-01-09 15:08:55 main:574] : INFO : Epoch 554 | loss: 0.0311604 | val_loss: 0.0311623 | Time: 1617.27 ms [2021-01-09 15:08:57 main:574] : INFO : Epoch 555 | loss: 0.0311601 | val_loss: 0.031163 | Time: 1621.37 ms [2021-01-09 15:08:58 main:574] : INFO : Epoch 556 | loss: 0.031161 | val_loss: 0.0311625 | Time: 1561.06 ms [2021-01-09 15:09:00 main:574] : INFO : Epoch 557 | loss: 0.031159 | val_loss: 0.0311621 | Time: 1550.54 ms [2021-01-09 15:09:02 main:574] : INFO : Epoch 558 | loss: 0.0311578 | val_loss: 0.031162 | Time: 1557.36 ms [2021-01-09 15:09:03 main:574] : INFO : Epoch 559 | loss: 0.0311572 | val_loss: 0.0311611 | Time: 1525.87 ms [2021-01-09 15:09:05 main:574] : INFO : Epoch 560 | loss: 0.0311577 | val_loss: 0.0311648 | Time: 1548.69 ms [2021-01-09 15:09:06 main:574] : INFO : Epoch 561 | loss: 0.031158 | val_loss: 0.0311603 | Time: 1613.34 ms [2021-01-09 15:09:08 main:574] : INFO : Epoch 562 | loss: 0.0311573 | val_loss: 0.0311605 | Time: 1511.72 ms [2021-01-09 15:09:10 main:574] : INFO : Epoch 563 | loss: 0.0311571 | val_loss: 0.0311607 | Time: 1547.6 ms [2021-01-09 15:09:11 main:574] : INFO : Epoch 564 | loss: 0.0311568 | val_loss: 0.0311619 | Time: 1655.84 ms [2021-01-09 15:09:13 main:574] : INFO : Epoch 565 | loss: 0.0311565 | val_loss: 0.0311598 | Time: 1552.54 ms [2021-01-09 15:09:14 main:574] : INFO : Epoch 566 | loss: 0.0311576 | val_loss: 0.0311618 | Time: 1550.63 ms [2021-01-09 15:09:16 main:574] : INFO : Epoch 567 | loss: 0.0311575 | val_loss: 0.0311641 | Time: 1549.51 ms [2021-01-09 15:09:18 main:574] : INFO : Epoch 568 | loss: 0.0311576 | val_loss: 0.0311638 | Time: 1570.27 ms [2021-01-09 15:09:19 main:574] : INFO : Epoch 569 | loss: 0.0311572 | val_loss: 0.0311637 | Time: 1589.89 ms [2021-01-09 15:09:21 main:574] : INFO : Epoch 570 | loss: 0.0311572 | val_loss: 0.0311632 | Time: 1521.02 ms [2021-01-09 15:09:22 main:574] : INFO : Epoch 571 | loss: 0.0311576 | val_loss: 0.031164 | Time: 1624.14 ms [2021-01-09 15:09:24 main:574] : INFO : Epoch 572 | loss: 0.0311567 | val_loss: 0.0311615 | Time: 1500.9 ms [2021-01-09 15:09:26 main:574] : INFO : Epoch 573 | loss: 0.0311587 | val_loss: 0.0311629 | Time: 1549.83 ms [2021-01-09 15:09:27 main:574] : INFO : Epoch 574 | loss: 0.0311584 | val_loss: 0.0311611 | Time: 1586.26 ms [2021-01-09 15:09:29 main:574] : INFO : Epoch 575 | loss: 0.0311572 | val_loss: 0.0311616 | Time: 1579.66 ms [2021-01-09 15:09:30 main:574] : INFO : Epoch 576 | loss: 0.0311563 | val_loss: 0.0311609 | Time: 1539.16 ms [2021-01-09 15:09:32 main:574] : INFO : Epoch 577 | loss: 0.0311559 | val_loss: 0.031164 | Time: 1587.63 ms [2021-01-09 15:09:34 main:574] : INFO : Epoch 578 | loss: 0.0311587 | val_loss: 0.0311612 | Time: 1587.16 ms [2021-01-09 15:09:35 main:574] : INFO : Epoch 579 | loss: 0.0311551 | val_loss: 0.0311604 | Time: 1549.12 ms [2021-01-09 15:09:37 main:574] : INFO : Epoch 580 | loss: 0.0311553 | val_loss: 0.0311624 | Time: 1610.26 ms [2021-01-09 15:09:38 main:574] : INFO : Epoch 581 | loss: 0.0311568 | val_loss: 0.0311607 | Time: 1536.9 ms [2021-01-09 15:09:40 main:574] : INFO : Epoch 582 | loss: 0.0311565 | val_loss: 0.0311612 | Time: 1508.55 ms [2021-01-09 15:09:42 main:574] : INFO : Epoch 583 | loss: 0.0311557 | val_loss: 0.0311598 | Time: 1605.69 ms [2021-01-09 15:09:43 main:574] : INFO : Epoch 584 | loss: 0.0311585 | val_loss: 0.0311685 | Time: 1549.34 ms [2021-01-09 15:09:45 main:574] : INFO : Epoch 585 | loss: 0.03116 | val_loss: 0.0311646 | Time: 1547.99 ms [2021-01-09 15:09:46 main:574] : INFO : Epoch 586 | loss: 0.0311584 | val_loss: 0.0311623 | Time: 1593.34 ms [2021-01-09 15:09:48 main:574] : INFO : Epoch 587 | loss: 0.0311589 | val_loss: 0.0311623 | Time: 1545.62 ms [2021-01-09 15:09:50 main:574] : INFO : Epoch 588 | loss: 0.0311579 | val_loss: 0.0311627 | Time: 1525.93 ms [2021-01-09 15:09:51 main:574] : INFO : Epoch 589 | loss: 0.0311566 | val_loss: 0.0311638 | Time: 1584.23 ms [2021-01-09 15:09:53 main:574] : INFO : Epoch 590 | loss: 0.0311589 | val_loss: 0.0311634 | Time: 1543.88 ms [2021-01-09 15:09:54 main:574] : INFO : Epoch 591 | loss: 0.0311574 | val_loss: 0.0311623 | Time: 1549.43 ms [2021-01-09 15:09:56 main:574] : INFO : Epoch 592 | loss: 0.0311571 | val_loss: 0.0311645 | Time: 1549.63 ms [2021-01-09 15:09:58 main:574] : INFO : Epoch 593 | loss: 0.0311564 | val_loss: 0.0311646 | Time: 1522.65 ms [2021-01-09 15:09:59 main:574] : INFO : Epoch 594 | loss: 0.0311605 | val_loss: 0.0311658 | Time: 1599.07 ms [2021-01-09 15:10:01 main:574] : INFO : Epoch 595 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 1538.57 ms [2021-01-09 15:10:02 main:574] : INFO : Epoch 596 | loss: 0.0311641 | val_loss: 0.0311668 | Time: 1544.82 ms [2021-01-09 15:10:04 main:574] : INFO : Epoch 597 | loss: 0.0311644 | val_loss: 0.0311671 | Time: 1568.22 ms [2021-01-09 15:10:05 main:574] : INFO : Epoch 598 | loss: 0.0311622 | val_loss: 0.0311724 | Time: 1544.4 ms [2021-01-09 15:10:07 main:574] : INFO : Epoch 599 | loss: 0.0311674 | val_loss: 0.0311702 | Time: 1609.36 ms [2021-01-09 15:10:09 main:574] : INFO : Epoch 600 | loss: 0.0311659 | val_loss: 0.031169 | Time: 1515.93 ms [2021-01-09 15:10:10 main:574] : INFO : Epoch 601 | loss: 0.031169 | val_loss: 0.0311738 | Time: 1550.59 ms [2021-01-09 15:10:12 main:574] : INFO : Epoch 602 | loss: 0.0311707 | val_loss: 0.0311689 | Time: 1555.96 ms [2021-01-09 15:10:14 main:574] : INFO : Epoch 603 | loss: 0.0311696 | val_loss: 0.0311692 | Time: 1599.72 ms [2021-01-09 15:10:15 main:574] : INFO : Epoch 604 | loss: 0.0311715 | val_loss: 0.0311695 | Time: 1587.99 ms [2021-01-09 15:10:17 main:574] : INFO : Epoch 605 | loss: 0.0311719 | val_loss: 0.0311719 | Time: 1524.82 ms [2021-01-09 15:10:18 main:574] : INFO : Epoch 606 | loss: 0.0311675 | val_loss: 0.0311669 | Time: 1627.19 ms [2021-01-09 15:10:20 main:574] : INFO : Epoch 607 | loss: 0.0311669 | val_loss: 0.0311654 | Time: 1561.16 ms [2021-01-09 15:10:22 main:574] : INFO : Epoch 608 | loss: 0.0311669 | val_loss: 0.0311686 | Time: 1593.92 ms [2021-01-09 15:10:23 main:574] : INFO : Epoch 609 | loss: 0.0311671 | val_loss: 0.0311661 | Time: 1565.55 ms [2021-01-09 15:10:25 main:574] : INFO : Epoch 610 | loss: 0.0311673 | val_loss: 0.0311667 | Time: 1585.22 ms [2021-01-09 15:10:26 main:574] : INFO : Epoch 611 | loss: 0.0311664 | val_loss: 0.0311652 | Time: 1532.6 ms [2021-01-09 15:10:28 main:574] : INFO : Epoch 612 | loss: 0.0311654 | val_loss: 0.0311661 | Time: 1534.54 ms [2021-01-09 15:10:30 main:574] : INFO : Epoch 613 | loss: 0.0311652 | val_loss: 0.0311653 | Time: 1539.72 ms [2021-01-09 15:10:31 main:574] : INFO : Epoch 614 | loss: 0.031164 | val_loss: 0.0311657 | Time: 1567.84 ms [2021-01-09 15:10:33 main:574] : INFO : Epoch 615 | loss: 0.0311639 | val_loss: 0.0311644 | Time: 1585.59 ms [2021-01-09 15:10:34 main:574] : INFO : Epoch 616 | loss: 0.0311631 | val_loss: 0.0311663 | Time: 1540.54 ms [2021-01-09 15:10:36 main:574] : INFO : Epoch 617 | loss: 0.031164 | val_loss: 0.0311666 | Time: 1538.79 ms [2021-01-09 15:10:38 main:574] : INFO : Epoch 618 | loss: 0.031163 | val_loss: 0.0311636 | Time: 1633.02 ms [2021-01-09 15:10:39 main:574] : INFO : Epoch 619 | loss: 0.0311635 | val_loss: 0.0311626 | Time: 1564.11 ms [2021-01-09 15:10:41 main:574] : INFO : Epoch 620 | loss: 0.0311631 | val_loss: 0.0311632 | Time: 1534 ms [2021-01-09 15:10:42 main:574] : INFO : Epoch 621 | loss: 0.0311664 | val_loss: 0.0311656 | Time: 1583.03 ms [2021-01-09 15:10:44 main:574] : INFO : Epoch 622 | loss: 0.0311648 | val_loss: 0.0311666 | Time: 1535.41 ms [2021-01-09 15:10:46 main:574] : INFO : Epoch 623 | loss: 0.0311624 | val_loss: 0.0311632 | Time: 1540.98 ms [2021-01-09 15:10:47 main:574] : INFO : Epoch 624 | loss: 0.0311617 | val_loss: 0.0311641 | Time: 1546.56 ms [2021-01-09 15:10:49 main:574] : INFO : Epoch 625 | loss: 0.0311623 | val_loss: 0.0311647 | Time: 1500.66 ms [2021-01-09 15:10:50 main:574] : INFO : Epoch 626 | loss: 0.0311612 | val_loss: 0.0311632 | Time: 1564.39 ms [2021-01-09 15:10:52 main:574] : INFO : Epoch 627 | loss: 0.0311623 | val_loss: 0.031165 | Time: 1528.71 ms [2021-01-09 15:10:53 main:574] : INFO : Epoch 628 | loss: 0.0311616 | val_loss: 0.0311645 | Time: 1539.54 ms [2021-01-09 15:10:55 main:574] : INFO : Epoch 629 | loss: 0.0311616 | val_loss: 0.0311631 | Time: 1562.14 ms [2021-01-09 15:10:57 main:574] : INFO : Epoch 630 | loss: 0.0311619 | val_loss: 0.031165 | Time: 1584.53 ms [2021-01-09 15:10:58 main:574] : INFO : Epoch 631 | loss: 0.0311608 | val_loss: 0.0311642 | Time: 1573.71 ms [2021-01-09 15:11:00 main:574] : INFO : Epoch 632 | loss: 0.031161 | val_loss: 0.0311633 | Time: 1544.14 ms [2021-01-09 15:11:01 main:574] : INFO : Epoch 633 | loss: 0.0311615 | val_loss: 0.0311639 | Time: 1545.98 ms [2021-01-09 15:11:03 main:574] : INFO : Epoch 634 | loss: 0.0311618 | val_loss: 0.0311632 | Time: 1534.2 ms [2021-01-09 15:11:05 main:574] : INFO : Epoch 635 | loss: 0.0311602 | val_loss: 0.0311642 | Time: 1533.77 ms [2021-01-09 15:11:06 main:574] : INFO : Epoch 636 | loss: 0.0311601 | val_loss: 0.031166 | Time: 1538.89 ms [2021-01-09 15:11:08 main:574] : INFO : Epoch 637 | loss: 0.0311604 | val_loss: 0.031163 | Time: 1540.22 ms [2021-01-09 15:11:09 main:574] : INFO : Epoch 638 | loss: 0.0311605 | val_loss: 0.0311644 | Time: 1584.85 ms [2021-01-09 15:11:11 main:574] : INFO : Epoch 639 | loss: 0.0311613 | val_loss: 0.0311644 | Time: 1563.04 ms [2021-01-09 15:11:13 main:574] : INFO : Epoch 640 | loss: 0.0311642 | val_loss: 0.0311684 | Time: 1611.91 ms [2021-01-09 15:11:14 main:574] : INFO : Epoch 641 | loss: 0.0311653 | val_loss: 0.0311686 | Time: 1594.02 ms [2021-01-09 15:11:16 main:574] : INFO : Epoch 642 | loss: 0.0311642 | val_loss: 0.0311684 | Time: 1516.74 ms [2021-01-09 15:11:17 main:574] : INFO : Epoch 643 | loss: 0.0311642 | val_loss: 0.0311675 | Time: 1626.03 ms [2021-01-09 15:11:19 main:574] : INFO : Epoch 644 | loss: 0.0311634 | val_loss: 0.0311683 | Time: 1553.44 ms [2021-01-09 15:11:21 main:574] : INFO : Epoch 645 | loss: 0.0311622 | val_loss: 0.0311683 | Time: 1517.97 ms [2021-01-09 15:11:22 main:574] : INFO : Epoch 646 | loss: 0.0311625 | val_loss: 0.0311671 | Time: 1582.28 ms [2021-01-09 15:11:24 main:574] : INFO : Epoch 647 | loss: 0.0311623 | val_loss: 0.031168 | Time: 1556.42 ms [2021-01-09 15:11:25 main:574] : INFO : Epoch 648 | loss: 0.0311618 | val_loss: 0.0311679 | Time: 1591.22 ms [2021-01-09 15:11:27 main:574] : INFO : Epoch 649 | loss: 0.0311621 | val_loss: 0.0311704 | Time: 1527.06 ms [2021-01-09 15:11:29 main:574] : INFO : Epoch 650 | loss: 0.0311632 | val_loss: 0.0311677 | Time: 1539.58 ms [2021-01-09 15:11:30 main:574] : INFO : Epoch 651 | loss: 0.0311617 | val_loss: 0.031169 | Time: 1551.9 ms [2021-01-09 15:11:32 main:574] : INFO : Epoch 652 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 1529.59 ms [2021-01-09 15:11:33 main:574] : INFO : Epoch 653 | loss: 0.0311627 | val_loss: 0.0311675 | Time: 1561.28 ms [2021-01-09 15:11:35 main:574] : INFO : Epoch 654 | loss: 0.0311614 | val_loss: 0.0311694 | Time: 1644.53 ms [2021-01-09 15:11:37 main:574] : INFO : Epoch 655 | loss: 0.0311619 | val_loss: 0.0311696 | Time: 1519.25 ms [2021-01-09 15:11:38 main:574] : INFO : Epoch 656 | loss: 0.0311612 | val_loss: 0.0311667 | Time: 1608.94 ms [2021-01-09 15:11:40 main:574] : INFO : Epoch 657 | loss: 0.0311609 | val_loss: 0.0311716 | Time: 1540.88 ms [2021-01-09 15:11:41 main:574] : INFO : Epoch 658 | loss: 0.0311619 | val_loss: 0.0311716 | Time: 1535.65 ms [2021-01-09 15:11:43 main:574] : INFO : Epoch 659 | loss: 0.0311604 | val_loss: 0.0311691 | Time: 1557.2 ms [2021-01-09 15:11:45 main:574] : INFO : Epoch 660 | loss: 0.0311596 | val_loss: 0.0311683 | Time: 1583.07 ms [2021-01-09 15:11:46 main:574] : INFO : Epoch 661 | loss: 0.0311587 | val_loss: 0.0311672 | Time: 1558.76 ms [2021-01-09 15:11:48 main:574] : INFO : Epoch 662 | loss: 0.0311638 | val_loss: 0.0311677 | Time: 1527.66 ms [2021-01-09 15:11:49 main:574] : INFO : Epoch 663 | loss: 0.0311637 | val_loss: 0.0311651 | Time: 1599.7 ms [2021-01-09 15:11:51 main:574] : INFO : Epoch 664 | loss: 0.0311617 | val_loss: 0.0311649 | Time: 1525.33 ms [2021-01-09 15:11:53 main:574] : INFO : Epoch 665 | loss: 0.0311616 | val_loss: 0.0311658 | Time: 1628.98 ms [2021-01-09 15:11:54 main:574] : INFO : Epoch 666 | loss: 0.0311612 | val_loss: 0.0311644 | Time: 1541.38 ms [2021-01-09 15:11:56 main:574] : INFO : Epoch 667 | loss: 0.0311609 | val_loss: 0.031165 | Time: 1511.44 ms [2021-01-09 15:11:57 main:574] : INFO : Epoch 668 | loss: 0.0311608 | val_loss: 0.0311638 | Time: 1591.45 ms [2021-01-09 15:11:59 main:574] : INFO : Epoch 669 | loss: 0.0311604 | val_loss: 0.0311653 | Time: 1529.31 ms [2021-01-09 15:12:00 main:574] : INFO : Epoch 670 | loss: 0.0311602 | val_loss: 0.0311638 | Time: 1581.63 ms [2021-01-09 15:12:02 main:574] : INFO : Epoch 671 | loss: 0.0311602 | val_loss: 0.0311662 | Time: 1536.14 ms [2021-01-09 15:12:04 main:574] : INFO : Epoch 672 | loss: 0.0311604 | val_loss: 0.0311673 | Time: 1507.93 ms [2021-01-09 15:12:05 main:574] : INFO : Epoch 673 | loss: 0.0311602 | val_loss: 0.0311656 | Time: 1511.36 ms [2021-01-09 15:12:07 main:574] : INFO : Epoch 674 | loss: 0.0311593 | val_loss: 0.0311648 | Time: 1534.28 ms [2021-01-09 15:12:08 main:574] : INFO : Epoch 675 | loss: 0.0311598 | val_loss: 0.0311692 | Time: 1577.05 ms [2021-01-09 15:12:10 main:574] : INFO : Epoch 676 | loss: 0.0311637 | val_loss: 0.0311649 | Time: 1500.43 ms [2021-01-09 15:12:11 main:574] : INFO : Epoch 677 | loss: 0.031162 | val_loss: 0.0311663 | Time: 1582.1 ms [2021-01-09 15:12:13 main:574] : INFO : Epoch 678 | loss: 0.0311617 | val_loss: 0.0311638 | Time: 1550.67 ms [2021-01-09 15:12:15 main:574] : INFO : Epoch 679 | loss: 0.0311603 | val_loss: 0.031165 | Time: 1575.19 ms [2021-01-09 15:12:16 main:574] : INFO : Epoch 680 | loss: 0.0311602 | val_loss: 0.0311652 | Time: 1584.43 ms [2021-01-09 15:12:18 main:574] : INFO : Epoch 681 | loss: 0.0311597 | val_loss: 0.0311648 | Time: 1528.32 ms [2021-01-09 15:12:19 main:574] : INFO : Epoch 682 | loss: 0.0311593 | val_loss: 0.0311645 | Time: 1528.46 ms [2021-01-09 15:12:21 main:574] : INFO : Epoch 683 | loss: 0.0311594 | val_loss: 0.0311672 | Time: 1563.48 ms [2021-01-09 15:12:23 main:574] : INFO : Epoch 684 | loss: 0.0311593 | val_loss: 0.0311646 | Time: 1570.07 ms [2021-01-09 15:12:24 main:574] : INFO : Epoch 685 | loss: 0.0311588 | val_loss: 0.0311676 | Time: 1499.12 ms [2021-01-09 15:12:26 main:574] : INFO : Epoch 686 | loss: 0.0311597 | val_loss: 0.0311646 | Time: 1531.06 ms [2021-01-09 15:12:27 main:574] : INFO : Epoch 687 | loss: 0.0311588 | val_loss: 0.0311644 | Time: 1510.45 ms [2021-01-09 15:12:29 main:574] : INFO : Epoch 688 | loss: 0.0311594 | val_loss: 0.031165 | Time: 1521.97 ms [2021-01-09 15:12:30 main:574] : INFO : Epoch 689 | loss: 0.03116 | val_loss: 0.0311646 | Time: 1568.67 ms [2021-01-09 15:12:32 main:574] : INFO : Epoch 690 | loss: 0.0311587 | val_loss: 0.031164 | Time: 1575.21 ms [2021-01-09 15:12:34 main:574] : INFO : Epoch 691 | loss: 0.0311588 | val_loss: 0.0311647 | Time: 1554.05 ms [2021-01-09 15:12:35 main:574] : INFO : Epoch 692 | loss: 0.0311592 | val_loss: 0.0311673 | Time: 1534 ms [2021-01-09 15:12:37 main:574] : INFO : Epoch 693 | loss: 0.0311593 | val_loss: 0.0311645 | Time: 1574.31 ms [2021-01-09 15:12:38 main:574] : INFO : Epoch 694 | loss: 0.0311586 | val_loss: 0.031166 | Time: 1552.61 ms [2021-01-09 15:12:40 main:574] : INFO : Epoch 695 | loss: 0.0311601 | val_loss: 0.0311674 | Time: 1521.76 ms [2021-01-09 15:12:42 main:574] : INFO : Epoch 696 | loss: 0.0311604 | val_loss: 0.0311659 | Time: 1561.99 ms [2021-01-09 15:12:43 main:574] : INFO : Epoch 697 | loss: 0.0311594 | val_loss: 0.0311665 | Time: 1531.94 ms [2021-01-09 15:12:45 main:574] : INFO : Epoch 698 | loss: 0.0311592 | val_loss: 0.0311655 | Time: 1567.56 ms [2021-01-09 15:12:46 main:574] : INFO : Epoch 699 | loss: 0.0311585 | val_loss: 0.0311647 | Time: 1590.53 ms [2021-01-09 15:12:48 main:574] : INFO : Epoch 700 | loss: 0.0311584 | val_loss: 0.0311674 | Time: 1564.58 ms [2021-01-09 15:12:50 main:574] : INFO : Epoch 701 | loss: 0.0311593 | val_loss: 0.0311686 | Time: 1517.57 ms [2021-01-09 15:12:51 main:574] : INFO : Epoch 702 | loss: 0.0311584 | val_loss: 0.0311648 | Time: 1522.17 ms [2021-01-09 15:12:53 main:574] : INFO : Epoch 703 | loss: 0.0311587 | val_loss: 0.0311654 | Time: 1547.43 ms [2021-01-09 15:12:54 main:574] : INFO : Epoch 704 | loss: 0.0311596 | val_loss: 0.0311651 | Time: 1588.89 ms [2021-01-09 15:12:56 main:574] : INFO : Epoch 705 | loss: 0.0311589 | val_loss: 0.0311657 | Time: 1576.33 ms [2021-01-09 15:12:57 main:574] : INFO : Epoch 706 | loss: 0.0311581 | val_loss: 0.0311655 | Time: 1562.57 ms [2021-01-09 15:12:59 main:574] : INFO : Epoch 707 | loss: 0.0311603 | val_loss: 0.0311703 | Time: 1588.7 ms [2021-01-09 15:13:01 main:574] : INFO : Epoch 708 | loss: 0.0311611 | val_loss: 0.0311642 | Time: 1535.43 ms [2021-01-09 15:13:02 main:574] : INFO : Epoch 709 | loss: 0.0311585 | val_loss: 0.031164 | Time: 1545.34 ms [2021-01-09 15:13:04 main:574] : INFO : Epoch 710 | loss: 0.0311579 | val_loss: 0.0311651 | Time: 1530.13 ms [2021-01-09 15:13:05 main:574] : INFO : Epoch 711 | loss: 0.0311582 | val_loss: 0.0311667 | Time: 1558.69 ms [2021-01-09 15:13:07 main:574] : INFO : Epoch 712 | loss: 0.0311581 | val_loss: 0.0311679 | Time: 1656.88 ms [2021-01-09 15:13:09 main:574] : INFO : Epoch 713 | loss: 0.0311579 | val_loss: 0.0311683 | Time: 1579.74 ms [2021-01-09 15:13:10 main:574] : INFO : Epoch 714 | loss: 0.0311585 | val_loss: 0.0311668 | Time: 1523.33 ms [2021-01-09 15:13:12 main:574] : INFO : Epoch 715 | loss: 0.0311603 | val_loss: 0.0311674 | Time: 1571.89 ms [2021-01-09 15:13:14 main:574] : INFO : Epoch 716 | loss: 0.0311578 | val_loss: 0.0311641 | Time: 1610.69 ms [2021-01-09 15:13:15 main:574] : INFO : Epoch 717 | loss: 0.0311576 | val_loss: 0.0311655 | Time: 1599.76 ms [2021-01-09 15:13:17 main:574] : INFO : Epoch 718 | loss: 0.0311582 | val_loss: 0.0311686 | Time: 1641.37 ms [2021-01-09 15:13:19 main:574] : INFO : Epoch 719 | loss: 0.0311578 | val_loss: 0.0311617 | Time: 1662.33 ms [2021-01-09 15:13:20 main:574] : INFO : Epoch 720 | loss: 0.0311577 | val_loss: 0.0311638 | Time: 1560.43 ms [2021-01-09 15:13:22 main:574] : INFO : Epoch 721 | loss: 0.0311583 | val_loss: 0.0311653 | Time: 1563.3 ms [2021-01-09 15:13:23 main:574] : INFO : Epoch 722 | loss: 0.0311578 | val_loss: 0.0311628 | Time: 1608.42 ms [2021-01-09 15:13:25 main:574] : INFO : Epoch 723 | loss: 0.0311568 | val_loss: 0.0311626 | Time: 1534.49 ms [2021-01-09 15:13:27 main:574] : INFO : Epoch 724 | loss: 0.0311578 | val_loss: 0.0311651 | Time: 1549.85 ms [2021-01-09 15:13:28 main:574] : INFO : Epoch 725 | loss: 0.0311589 | val_loss: 0.0311661 | Time: 1550.6 ms [2021-01-09 15:13:30 main:574] : INFO : Epoch 726 | loss: 0.031159 | val_loss: 0.0311638 | Time: 1545.57 ms [2021-01-09 15:13:31 main:574] : INFO : Epoch 727 | loss: 0.0311568 | val_loss: 0.031165 | Time: 1601.11 ms [2021-01-09 15:13:33 main:574] : INFO : Epoch 728 | loss: 0.0311568 | val_loss: 0.0311637 | Time: 1568.58 ms [2021-01-09 15:13:35 main:574] : INFO : Epoch 729 | loss: 0.0311596 | val_loss: 0.0311665 | Time: 1569.2 ms [2021-01-09 15:13:36 main:574] : INFO : Epoch 730 | loss: 0.0311601 | val_loss: 0.0311635 | Time: 1558.25 ms [2021-01-09 15:13:38 main:574] : INFO : Epoch 731 | loss: 0.0311573 | val_loss: 0.0311649 | Time: 1561.01 ms [2021-01-09 15:13:39 main:574] : INFO : Epoch 732 | loss: 0.0311587 | val_loss: 0.0311644 | Time: 1497.92 ms [2021-01-09 15:13:41 main:574] : INFO : Epoch 733 | loss: 0.0311582 | val_loss: 0.031165 | Time: 1586.83 ms [2021-01-09 15:13:43 main:574] : INFO : Epoch 734 | loss: 0.0311569 | val_loss: 0.0311661 | Time: 1584.29 ms [2021-01-09 15:13:44 main:574] : INFO : Epoch 735 | loss: 0.0311574 | val_loss: 0.0311645 | Time: 1559.4 ms [2021-01-09 15:13:46 main:574] : INFO : Epoch 736 | loss: 0.0311575 | val_loss: 0.0311647 | Time: 1560.37 ms [2021-01-09 15:13:47 main:574] : INFO : Epoch 737 | loss: 0.0311581 | val_loss: 0.0311655 | Time: 1591.84 ms [2021-01-09 15:13:49 main:574] : INFO : Epoch 738 | loss: 0.0311598 | val_loss: 0.0311641 | Time: 1532.89 ms [2021-01-09 15:13:51 main:574] : INFO : Epoch 739 | loss: 0.0311597 | val_loss: 0.031165 | Time: 1576.42 ms [2021-01-09 15:13:52 main:574] : INFO : Epoch 740 | loss: 0.0311584 | val_loss: 0.0311648 | Time: 1534.01 ms [2021-01-09 15:13:54 main:574] : INFO : Epoch 741 | loss: 0.0311602 | val_loss: 0.0311649 | Time: 1537.92 ms [2021-01-09 15:13:55 main:574] : INFO : Epoch 742 | loss: 0.0311592 | val_loss: 0.031165 | Time: 1618.68 ms [2021-01-09 15:13:57 main:574] : INFO : Epoch 743 | loss: 0.0311583 | val_loss: 0.0311629 | Time: 1589.09 ms [2021-01-09 15:13:59 main:574] : INFO : Epoch 744 | loss: 0.031157 | val_loss: 0.0311634 | Time: 1572.24 ms [2021-01-09 15:14:00 main:574] : INFO : Epoch 745 | loss: 0.0311569 | val_loss: 0.0311645 | Time: 1534.24 ms [2021-01-09 15:14:02 main:574] : INFO : Epoch 746 | loss: 0.0311577 | val_loss: 0.0311647 | Time: 1571.53 ms [2021-01-09 15:14:03 main:574] : INFO : Epoch 747 | loss: 0.031157 | val_loss: 0.0311643 | Time: 1563.55 ms [2021-01-09 15:14:05 main:574] : INFO : Epoch 748 | loss: 0.0311567 | val_loss: 0.0311642 | Time: 1564.32 ms [2021-01-09 15:14:06 main:574] : INFO : Epoch 749 | loss: 0.0311562 | val_loss: 0.0311655 | Time: 1527.6 ms [2021-01-09 15:14:08 main:574] : INFO : Epoch 750 | loss: 0.0311582 | val_loss: 0.0311665 | Time: 1530.38 ms [2021-01-09 15:14:10 main:574] : INFO : Epoch 751 | loss: 0.0311637 | val_loss: 0.0311661 | Time: 1531.47 ms [2021-01-09 15:14:11 main:574] : INFO : Epoch 752 | loss: 0.0311621 | val_loss: 0.0311679 | Time: 1594.53 ms [2021-01-09 15:14:13 main:574] : INFO : Epoch 753 | loss: 0.031162 | val_loss: 0.0311666 | Time: 1580.55 ms [2021-01-09 15:14:14 main:574] : INFO : Epoch 754 | loss: 0.0311624 | val_loss: 0.031165 | Time: 1537.77 ms [2021-01-09 15:14:16 main:574] : INFO : Epoch 755 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 1583.56 ms [2021-01-09 15:14:18 main:574] : INFO : Epoch 756 | loss: 0.031161 | val_loss: 0.0311646 | Time: 1564.88 ms [2021-01-09 15:14:19 main:574] : INFO : Epoch 757 | loss: 0.0311599 | val_loss: 0.0311646 | Time: 1629.78 ms [2021-01-09 15:14:21 main:574] : INFO : Epoch 758 | loss: 0.0311612 | val_loss: 0.0311649 | Time: 1548.28 ms [2021-01-09 15:14:23 main:574] : INFO : Epoch 759 | loss: 0.0311601 | val_loss: 0.0311668 | Time: 1614.3 ms [2021-01-09 15:14:24 main:574] : INFO : Epoch 760 | loss: 0.0311606 | val_loss: 0.0311658 | Time: 1576.84 ms [2021-01-09 15:14:26 main:574] : INFO : Epoch 761 | loss: 0.0311585 | val_loss: 0.031165 | Time: 1599.66 ms [2021-01-09 15:14:27 main:574] : INFO : Epoch 762 | loss: 0.0311583 | val_loss: 0.0311652 | Time: 1566.48 ms [2021-01-09 15:14:29 main:574] : INFO : Epoch 763 | loss: 0.0311588 | val_loss: 0.0311675 | Time: 1565.99 ms [2021-01-09 15:14:31 main:574] : INFO : Epoch 764 | loss: 0.0311593 | val_loss: 0.0311646 | Time: 1597.06 ms [2021-01-09 15:14:32 main:574] : INFO : Epoch 765 | loss: 0.031157 | val_loss: 0.0311677 | Time: 1612.05 ms [2021-01-09 15:14:34 main:574] : INFO : Epoch 766 | loss: 0.0311593 | val_loss: 0.0311652 | Time: 1571.48 ms [2021-01-09 15:14:36 main:574] : INFO : Epoch 767 | loss: 0.0311587 | val_loss: 0.0311654 | Time: 1591.39 ms [2021-01-09 15:14:37 main:574] : INFO : Epoch 768 | loss: 0.0311573 | val_loss: 0.0311649 | Time: 1560.56 ms [2021-01-09 15:14:39 main:574] : INFO : Epoch 769 | loss: 0.0311585 | val_loss: 0.0311676 | Time: 1627.44 ms [2021-01-09 15:14:40 main:574] : INFO : Epoch 770 | loss: 0.0311594 | val_loss: 0.031166 | Time: 1529.59 ms [2021-01-09 15:14:42 main:574] : INFO : Epoch 771 | loss: 0.0311583 | val_loss: 0.0311653 | Time: 1569.3 ms [2021-01-09 15:14:44 main:574] : INFO : Epoch 772 | loss: 0.0311587 | val_loss: 0.0311647 | Time: 1533.97 ms [2021-01-09 15:14:45 main:574] : INFO : Epoch 773 | loss: 0.0311571 | val_loss: 0.031166 | Time: 1524.2 ms [2021-01-09 15:14:47 main:574] : INFO : Epoch 774 | loss: 0.0311579 | val_loss: 0.0311656 | Time: 1596.79 ms [2021-01-09 15:14:48 main:574] : INFO : Epoch 775 | loss: 0.0311572 | val_loss: 0.0311653 | Time: 1535.96 ms [2021-01-09 15:14:50 main:574] : INFO : Epoch 776 | loss: 0.0311582 | val_loss: 0.0311653 | Time: 1522.83 ms [2021-01-09 15:14:51 main:574] : INFO : Epoch 777 | loss: 0.0311576 | val_loss: 0.0311652 | Time: 1567.38 ms [2021-01-09 15:14:53 main:574] : INFO : Epoch 778 | loss: 0.0311583 | val_loss: 0.0311661 | Time: 1597.34 ms [2021-01-09 15:14:55 main:574] : INFO : Epoch 779 | loss: 0.031161 | val_loss: 0.0311678 | Time: 1587.19 ms [2021-01-09 15:14:56 main:574] : INFO : Epoch 780 | loss: 0.031161 | val_loss: 0.031166 | Time: 1587 ms [2021-01-09 15:14:58 main:574] : INFO : Epoch 781 | loss: 0.0311577 | val_loss: 0.031166 | Time: 1517.6 ms [2021-01-09 15:14:59 main:574] : INFO : Epoch 782 | loss: 0.0311572 | val_loss: 0.0311654 | Time: 1494.98 ms [2021-01-09 15:15:01 main:574] : INFO : Epoch 783 | loss: 0.0311566 | val_loss: 0.0311656 | Time: 1558.35 ms [2021-01-09 15:15:03 main:574] : INFO : Epoch 784 | loss: 0.0311574 | val_loss: 0.0311663 | Time: 1648.57 ms [2021-01-09 15:15:04 main:574] : INFO : Epoch 785 | loss: 0.0311579 | val_loss: 0.0311661 | Time: 1673.86 ms [2021-01-09 15:15:06 main:574] : INFO : Epoch 786 | loss: 0.0311579 | val_loss: 0.0311669 | Time: 1541.64 ms [2021-01-09 15:15:08 main:574] : INFO : Epoch 787 | loss: 0.0311582 | val_loss: 0.0311661 | Time: 1600.14 ms [2021-01-09 15:15:09 main:574] : INFO : Epoch 788 | loss: 0.0311577 | val_loss: 0.0311681 | Time: 1561.36 ms [2021-01-09 15:15:11 main:574] : INFO : Epoch 789 | loss: 0.031158 | val_loss: 0.0311678 | Time: 1557.98 ms [2021-01-09 15:15:12 main:574] : INFO : Epoch 790 | loss: 0.031158 | val_loss: 0.0311656 | Time: 1516.95 ms [2021-01-09 15:15:14 main:574] : INFO : Epoch 791 | loss: 0.0311572 | val_loss: 0.0311666 | Time: 1612.74 ms [2021-01-09 15:15:16 main:574] : INFO : Epoch 792 | loss: 0.0311566 | val_loss: 0.031165 | Time: 1542.48 ms [2021-01-09 15:15:17 main:574] : INFO : Epoch 793 | loss: 0.0311566 | val_loss: 0.0311677 | Time: 1596.96 ms [2021-01-09 15:15:19 main:574] : INFO : Epoch 794 | loss: 0.0311558 | val_loss: 0.0311669 | Time: 1595.86 ms [2021-01-09 15:15:20 main:574] : INFO : Epoch 795 | loss: 0.0311557 | val_loss: 0.0311664 | Time: 1535.19 ms [2021-01-09 15:15:22 main:574] : INFO : Epoch 796 | loss: 0.0311556 | val_loss: 0.0311666 | Time: 1536.4 ms [2021-01-09 15:15:24 main:574] : INFO : Epoch 797 | loss: 0.0311559 | val_loss: 0.0311656 | Time: 1605.18 ms [2021-01-09 15:15:25 main:574] : INFO : Epoch 798 | loss: 0.031157 | val_loss: 0.0311662 | Time: 1588.31 ms [2021-01-09 15:15:27 main:574] : INFO : Epoch 799 | loss: 0.0311588 | val_loss: 0.0311653 | Time: 1598.66 ms [2021-01-09 15:15:29 main:574] : INFO : Epoch 800 | loss: 0.0311584 | val_loss: 0.0311665 | Time: 1564.73 ms [2021-01-09 15:15:30 main:574] : INFO : Epoch 801 | loss: 0.0311591 | val_loss: 0.0311656 | Time: 1538.46 ms [2021-01-09 15:15:32 main:574] : INFO : Epoch 802 | loss: 0.0311591 | val_loss: 0.0311657 | Time: 1554.19 ms [2021-01-09 15:15:33 main:574] : INFO : Epoch 803 | loss: 0.031159 | val_loss: 0.03117 | Time: 1610.58 ms [2021-01-09 15:15:35 main:574] : INFO : Epoch 804 | loss: 0.0311602 | val_loss: 0.0311698 | Time: 1569.42 ms [2021-01-09 15:15:37 main:574] : INFO : Epoch 805 | loss: 0.031161 | val_loss: 0.0311709 | Time: 1537.2 ms [2021-01-09 15:15:38 main:574] : INFO : Epoch 806 | loss: 0.0311617 | val_loss: 0.0311677 | Time: 1554.91 ms [2021-01-09 15:15:40 main:574] : INFO : Epoch 807 | loss: 0.0311598 | val_loss: 0.0311665 | Time: 1544.91 ms [2021-01-09 15:15:41 main:574] : INFO : Epoch 808 | loss: 0.0311594 | val_loss: 0.0311688 | Time: 1565.96 ms [2021-01-09 15:15:43 main:574] : INFO : Epoch 809 | loss: 0.0311593 | val_loss: 0.0311693 | Time: 1606.56 ms [2021-01-09 15:15:45 main:574] : INFO : Epoch 810 | loss: 0.0311593 | val_loss: 0.0311691 | Time: 1554.98 ms [2021-01-09 15:15:46 main:574] : INFO : Epoch 811 | loss: 0.0311603 | val_loss: 0.03117 | Time: 1596.92 ms [2021-01-09 15:15:48 main:574] : INFO : Epoch 812 | loss: 0.031159 | val_loss: 0.0311689 | Time: 1523.4 ms [2021-01-09 15:15:49 main:574] : INFO : Epoch 813 | loss: 0.0311586 | val_loss: 0.03117 | Time: 1526.59 ms [2021-01-09 15:15:51 main:574] : INFO : Epoch 814 | loss: 0.0311585 | val_loss: 0.0311689 | Time: 1610.72 ms [2021-01-09 15:15:53 main:574] : INFO : Epoch 815 | loss: 0.031158 | val_loss: 0.0311711 | Time: 1614.78 ms [2021-01-09 15:15:54 main:574] : INFO : Epoch 816 | loss: 0.0311582 | val_loss: 0.0311681 | Time: 1548.03 ms [2021-01-09 15:15:56 main:574] : INFO : Epoch 817 | loss: 0.0311582 | val_loss: 0.031169 | Time: 1616.42 ms [2021-01-09 15:15:57 main:574] : INFO : Epoch 818 | loss: 0.0311591 | val_loss: 0.0311705 | Time: 1524.17 ms [2021-01-09 15:15:59 main:574] : INFO : Epoch 819 | loss: 0.0311581 | val_loss: 0.0311679 | Time: 1536.07 ms [2021-01-09 15:16:01 main:574] : INFO : Epoch 820 | loss: 0.031157 | val_loss: 0.0311696 | Time: 1552.85 ms [2021-01-09 15:16:02 main:574] : INFO : Epoch 821 | loss: 0.0311567 | val_loss: 0.0311687 | Time: 1558.07 ms [2021-01-09 15:16:04 main:574] : INFO : Epoch 822 | loss: 0.0311567 | val_loss: 0.0311694 | Time: 1539.99 ms [2021-01-09 15:16:05 main:574] : INFO : Epoch 823 | loss: 0.0311566 | val_loss: 0.0311707 | Time: 1603.37 ms [2021-01-09 15:16:07 main:574] : INFO : Epoch 824 | loss: 0.0311553 | val_loss: 0.0311695 | Time: 1597.11 ms [2021-01-09 15:16:09 main:574] : INFO : Epoch 825 | loss: 0.031156 | val_loss: 0.0311711 | Time: 1571.12 ms [2021-01-09 15:16:10 main:574] : INFO : Epoch 826 | loss: 0.0311622 | val_loss: 0.0311687 | Time: 1577.17 ms [2021-01-09 15:16:12 main:574] : INFO : Epoch 827 | loss: 0.0311609 | val_loss: 0.0311729 | Time: 1550.31 ms [2021-01-09 15:16:14 main:574] : INFO : Epoch 828 | loss: 0.0311602 | val_loss: 0.0311726 | Time: 1618.29 ms [2021-01-09 15:16:15 main:574] : INFO : Epoch 829 | loss: 0.0311627 | val_loss: 0.0311801 | Time: 1607.57 ms [2021-01-09 15:16:17 main:574] : INFO : Epoch 830 | loss: 0.0311637 | val_loss: 0.0311701 | Time: 1525.73 ms [2021-01-09 15:16:18 main:574] : INFO : Epoch 831 | loss: 0.0311598 | val_loss: 0.0311677 | Time: 1577.83 ms [2021-01-09 15:16:20 main:574] : INFO : Epoch 832 | loss: 0.0311608 | val_loss: 0.0311703 | Time: 1480.98 ms [2021-01-09 15:16:21 main:574] : INFO : Epoch 833 | loss: 0.0311591 | val_loss: 0.0311702 | Time: 1516.76 ms [2021-01-09 15:16:23 main:574] : INFO : Epoch 834 | loss: 0.0311585 | val_loss: 0.0311679 | Time: 1602.25 ms [2021-01-09 15:16:25 main:574] : INFO : Epoch 835 | loss: 0.0311591 | val_loss: 0.0311739 | Time: 1527.67 ms [2021-01-09 15:16:26 main:574] : INFO : Epoch 836 | loss: 0.0311611 | val_loss: 0.0311668 | Time: 1612.37 ms [2021-01-09 15:16:28 main:574] : INFO : Epoch 837 | loss: 0.0311586 | val_loss: 0.0311661 | Time: 1538.31 ms [2021-01-09 15:16:29 main:574] : INFO : Epoch 838 | loss: 0.0311582 | val_loss: 0.0311656 | Time: 1520.08 ms [2021-01-09 15:16:31 main:574] : INFO : Epoch 839 | loss: 0.0311596 | val_loss: 0.0311685 | Time: 1603.94 ms [2021-01-09 15:16:33 main:574] : INFO : Epoch 840 | loss: 0.03116 | val_loss: 0.0311659 | Time: 1540.17 ms [2021-01-09 15:16:34 main:574] : INFO : Epoch 841 | loss: 0.0311595 | val_loss: 0.0311676 | Time: 1560.17 ms [2021-01-09 15:16:36 main:574] : INFO : Epoch 842 | loss: 0.0311596 | val_loss: 0.0311663 | Time: 1531.09 ms [2021-01-09 15:16:37 main:574] : INFO : Epoch 843 | loss: 0.0311589 | val_loss: 0.0311687 | Time: 1559.94 ms [2021-01-09 15:16:39 main:574] : INFO : Epoch 844 | loss: 0.0311588 | val_loss: 0.0311666 | Time: 1596.41 ms [2021-01-09 15:16:41 main:574] : INFO : Epoch 845 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 1547.3 ms [2021-01-09 15:16:42 main:574] : INFO : Epoch 846 | loss: 0.0311589 | val_loss: 0.0311681 | Time: 1520.49 ms [2021-01-09 15:16:44 main:574] : INFO : Epoch 847 | loss: 0.0311608 | val_loss: 0.0311715 | Time: 1572.33 ms [2021-01-09 15:16:45 main:574] : INFO : Epoch 848 | loss: 0.0311599 | val_loss: 0.0311671 | Time: 1591.07 ms [2021-01-09 15:16:47 main:574] : INFO : Epoch 849 | loss: 0.0311583 | val_loss: 0.0311673 | Time: 1578.92 ms [2021-01-09 15:16:49 main:574] : INFO : Epoch 850 | loss: 0.0311599 | val_loss: 0.0311669 | Time: 1633.79 ms [2021-01-09 15:16:50 main:574] : INFO : Epoch 851 | loss: 0.0311597 | val_loss: 0.0311679 | Time: 1542.24 ms [2021-01-09 15:16:52 main:574] : INFO : Epoch 852 | loss: 0.0311587 | val_loss: 0.0311674 | Time: 1482.07 ms [2021-01-09 15:16:53 main:574] : INFO : Epoch 853 | loss: 0.0311583 | val_loss: 0.0311657 | Time: 1582.44 ms [2021-01-09 15:16:55 main:574] : INFO : Epoch 854 | loss: 0.031158 | val_loss: 0.0311686 | Time: 1588.09 ms [2021-01-09 15:16:57 main:574] : INFO : Epoch 855 | loss: 0.0311596 | val_loss: 0.0311675 | Time: 1529.81 ms [2021-01-09 15:16:58 main:574] : INFO : Epoch 856 | loss: 0.0311595 | val_loss: 0.0311695 | Time: 1607.05 ms [2021-01-09 15:17:00 main:574] : INFO : Epoch 857 | loss: 0.0311583 | val_loss: 0.0311682 | Time: 1643.61 ms [2021-01-09 15:17:02 main:574] : INFO : Epoch 858 | loss: 0.0311584 | val_loss: 0.0311686 | Time: 1647.12 ms [2021-01-09 15:17:03 main:574] : INFO : Epoch 859 | loss: 0.0311588 | val_loss: 0.0311704 | Time: 1653.26 ms [2021-01-09 15:17:05 main:574] : INFO : Epoch 860 | loss: 0.031159 | val_loss: 0.031167 | Time: 1653.01 ms [2021-01-09 15:17:07 main:574] : INFO : Epoch 861 | loss: 0.0311603 | val_loss: 0.0311684 | Time: 1896.67 ms [2021-01-09 15:17:09 main:574] : INFO : Epoch 862 | loss: 0.0311602 | val_loss: 0.0311681 | Time: 1650.1 ms [2021-01-09 15:17:11 main:574] : INFO : Epoch 863 | loss: 0.0311594 | val_loss: 0.0311681 | Time: 1934.58 ms [2021-01-09 15:17:12 main:574] : INFO : Epoch 864 | loss: 0.0311593 | val_loss: 0.0311681 | Time: 1666.04 ms [2021-01-09 15:17:14 main:574] : INFO : Epoch 865 | loss: 0.0311592 | val_loss: 0.0311671 | Time: 1745.79 ms [2021-01-09 15:17:16 main:574] : INFO : Epoch 866 | loss: 0.031159 | val_loss: 0.0311689 | Time: 1587.52 ms [2021-01-09 15:17:17 main:574] : INFO : Epoch 867 | loss: 0.0311612 | val_loss: 0.0311672 | Time: 1578.71 ms [2021-01-09 15:17:19 main:574] : INFO : Epoch 868 | loss: 0.0311594 | val_loss: 0.0311666 | Time: 1529.16 ms [2021-01-09 15:17:20 main:574] : INFO : Epoch 869 | loss: 0.0311591 | val_loss: 0.0311714 | Time: 1545.63 ms [2021-01-09 15:17:22 main:574] : INFO : Epoch 870 | loss: 0.0311582 | val_loss: 0.031168 | Time: 1588.3 ms [2021-01-09 15:17:24 main:574] : INFO : Epoch 871 | loss: 0.0311576 | val_loss: 0.0311691 | Time: 1564.33 ms [2021-01-09 15:17:25 main:574] : INFO : Epoch 872 | loss: 0.0311571 | val_loss: 0.0311688 | Time: 1556.43 ms [2021-01-09 15:17:27 main:574] : INFO : Epoch 873 | loss: 0.0311579 | val_loss: 0.0311693 | Time: 1503.78 ms [2021-01-09 15:17:28 main:574] : INFO : Epoch 874 | loss: 0.0311583 | val_loss: 0.031175 | Time: 1565.73 ms [2021-01-09 15:17:30 main:574] : INFO : Epoch 875 | loss: 0.031159 | val_loss: 0.031167 | Time: 1576.93 ms [2021-01-09 15:17:32 main:574] : INFO : Epoch 876 | loss: 0.0311591 | val_loss: 0.0311693 | Time: 1598.55 ms [2021-01-09 15:17:33 main:574] : INFO : Epoch 877 | loss: 0.0311585 | val_loss: 0.0311672 | Time: 1554.01 ms [2021-01-09 15:17:35 main:574] : INFO : Epoch 878 | loss: 0.0311586 | val_loss: 0.0311677 | Time: 1585.48 ms [2021-01-09 15:17:36 main:574] : INFO : Epoch 879 | loss: 0.0311605 | val_loss: 0.0311699 | Time: 1548.66 ms [2021-01-09 15:17:38 main:574] : INFO : Epoch 880 | loss: 0.0311612 | val_loss: 0.0311708 | Time: 1592.67 ms [2021-01-09 15:17:40 main:574] : INFO : Epoch 881 | loss: 0.0311612 | val_loss: 0.0311666 | Time: 1537.82 ms [2021-01-09 15:17:41 main:574] : INFO : Epoch 882 | loss: 0.0311597 | val_loss: 0.0311657 | Time: 1623.36 ms [2021-01-09 15:17:43 main:574] : INFO : Epoch 883 | loss: 0.0311587 | val_loss: 0.0311654 | Time: 1571.82 ms [2021-01-09 15:17:45 main:574] : INFO : Epoch 884 | loss: 0.0311579 | val_loss: 0.0311658 | Time: 1574.14 ms [2021-01-09 15:17:46 main:574] : INFO : Epoch 885 | loss: 0.0311576 | val_loss: 0.0311683 | Time: 1571.67 ms [2021-01-09 15:17:48 main:574] : INFO : Epoch 886 | loss: 0.0311594 | val_loss: 0.031169 | Time: 1589.52 ms [2021-01-09 15:17:49 main:574] : INFO : Epoch 887 | loss: 0.0311597 | val_loss: 0.031167 | Time: 1574.78 ms [2021-01-09 15:17:51 main:574] : INFO : Epoch 888 | loss: 0.0311598 | val_loss: 0.0311684 | Time: 1593.87 ms [2021-01-09 15:17:53 main:574] : INFO : Epoch 889 | loss: 0.0311572 | val_loss: 0.0311671 | Time: 1585.44 ms [2021-01-09 15:17:54 main:574] : INFO : Epoch 890 | loss: 0.0311568 | val_loss: 0.0311736 | Time: 1564.45 ms [2021-01-09 15:17:56 main:574] : INFO : Epoch 891 | loss: 0.0311692 | val_loss: 0.0311708 | Time: 1557.96 ms [2021-01-09 15:17:57 main:574] : INFO : Epoch 892 | loss: 0.031164 | val_loss: 0.0311678 | Time: 1573.46 ms [2021-01-09 15:17:59 main:574] : INFO : Epoch 893 | loss: 0.0311619 | val_loss: 0.0311665 | Time: 1531.01 ms [2021-01-09 15:18:01 main:574] : INFO : Epoch 894 | loss: 0.0311605 | val_loss: 0.031167 | Time: 1586.44 ms [2021-01-09 15:18:02 main:574] : INFO : Epoch 895 | loss: 0.0311601 | val_loss: 0.0311657 | Time: 1559.67 ms [2021-01-09 15:18:04 main:574] : INFO : Epoch 896 | loss: 0.0311576 | val_loss: 0.0311686 | Time: 1616.76 ms [2021-01-09 15:18:06 main:574] : INFO : Epoch 897 | loss: 0.0311582 | val_loss: 0.0311657 | Time: 1577.54 ms [2021-01-09 15:18:07 main:574] : INFO : Epoch 898 | loss: 0.0311569 | val_loss: 0.0311639 | Time: 1581.83 ms [2021-01-09 15:18:09 main:574] : INFO : Epoch 899 | loss: 0.0311575 | val_loss: 0.0311692 | Time: 1516.08 ms [2021-01-09 15:18:10 main:574] : INFO : Epoch 900 | loss: 0.0311581 | val_loss: 0.031167 | Time: 1557.27 ms [2021-01-09 15:18:12 main:574] : INFO : Epoch 901 | loss: 0.0311567 | val_loss: 0.0311649 | Time: 1533.1 ms [2021-01-09 15:18:14 main:574] : INFO : Epoch 902 | loss: 0.0311571 | val_loss: 0.0311688 | Time: 1609.86 ms [2021-01-09 15:18:15 main:574] : INFO : Epoch 903 | loss: 0.0311575 | val_loss: 0.0311709 | Time: 1574.53 ms [2021-01-09 15:18:17 main:574] : INFO : Epoch 904 | loss: 0.0311572 | val_loss: 0.0311655 | Time: 1616.82 ms [2021-01-09 15:18:18 main:574] : INFO : Epoch 905 | loss: 0.031157 | val_loss: 0.0311687 | Time: 1593.83 ms [2021-01-09 15:18:20 main:574] : INFO : Epoch 906 | loss: 0.0311573 | val_loss: 0.0311665 | Time: 1610.48 ms [2021-01-09 15:18:22 main:574] : INFO : Epoch 907 | loss: 0.0311558 | val_loss: 0.031168 | Time: 1516.76 ms [2021-01-09 15:18:23 main:574] : INFO : Epoch 908 | loss: 0.031158 | val_loss: 0.0311674 | Time: 1595.4 ms [2021-01-09 15:18:25 main:574] : INFO : Epoch 909 | loss: 0.0311561 | val_loss: 0.031167 | Time: 1523.44 ms [2021-01-09 15:18:26 main:574] : INFO : Epoch 910 | loss: 0.0311554 | val_loss: 0.0311652 | Time: 1571.58 ms [2021-01-09 15:18:28 main:574] : INFO : Epoch 911 | loss: 0.031156 | val_loss: 0.031167 | Time: 1676.07 ms [2021-01-09 15:18:30 main:574] : INFO : Epoch 912 | loss: 0.0311569 | val_loss: 0.0311648 | Time: 1536.75 ms [2021-01-09 15:18:31 main:574] : INFO : Epoch 913 | loss: 0.0311561 | val_loss: 0.0311648 | Time: 1559.59 ms [2021-01-09 15:18:33 main:574] : INFO : Epoch 914 | loss: 0.0311562 | val_loss: 0.0311649 | Time: 1541.47 ms [2021-01-09 15:18:34 main:574] : INFO : Epoch 915 | loss: 0.0311582 | val_loss: 0.0311651 | Time: 1544.29 ms [2021-01-09 15:18:36 main:574] : INFO : Epoch 916 | loss: 0.0311573 | val_loss: 0.0311684 | Time: 1583.81 ms [2021-01-09 15:18:38 main:574] : INFO : Epoch 917 | loss: 0.0311566 | val_loss: 0.031165 | Time: 1528.48 ms [2021-01-09 15:18:39 main:574] : INFO : Epoch 918 | loss: 0.0311555 | val_loss: 0.0311653 | Time: 1611.2 ms [2021-01-09 15:18:41 main:574] : INFO : Epoch 919 | loss: 0.0311559 | val_loss: 0.0311661 | Time: 1603.74 ms [2021-01-09 15:18:42 main:574] : INFO : Epoch 920 | loss: 0.031156 | val_loss: 0.0311661 | Time: 1528.16 ms [2021-01-09 15:18:44 main:574] : INFO : Epoch 921 | loss: 0.0311553 | val_loss: 0.0311675 | Time: 1531.03 ms [2021-01-09 15:18:46 main:574] : INFO : Epoch 922 | loss: 0.0311556 | val_loss: 0.0311659 | Time: 1569.81 ms [2021-01-09 15:18:47 main:574] : INFO : Epoch 923 | loss: 0.0311552 | val_loss: 0.0311677 | Time: 1593.03 ms [2021-01-09 15:18:49 main:574] : INFO : Epoch 924 | loss: 0.0311557 | val_loss: 0.0311649 | Time: 1577.25 ms [2021-01-09 15:18:50 main:574] : INFO : Epoch 925 | loss: 0.0311542 | val_loss: 0.0311671 | Time: 1564.48 ms [2021-01-09 15:18:52 main:574] : INFO : Epoch 926 | loss: 0.0311538 | val_loss: 0.0311648 | Time: 1578.17 ms [2021-01-09 15:18:54 main:574] : INFO : Epoch 927 | loss: 0.0311541 | val_loss: 0.031167 | Time: 1538.33 ms [2021-01-09 15:18:55 main:574] : INFO : Epoch 928 | loss: 0.0311553 | val_loss: 0.0311674 | Time: 1579.08 ms [2021-01-09 15:18:57 main:574] : INFO : Epoch 929 | loss: 0.0311546 | val_loss: 0.03117 | Time: 1565.69 ms [2021-01-09 15:18:58 main:574] : INFO : Epoch 930 | loss: 0.0311545 | val_loss: 0.0311679 | Time: 1550.44 ms [2021-01-09 15:19:00 main:574] : INFO : Epoch 931 | loss: 0.0311563 | val_loss: 0.0311712 | Time: 1560.89 ms [2021-01-09 15:19:02 main:574] : INFO : Epoch 932 | loss: 0.0311566 | val_loss: 0.0311675 | Time: 1565.63 ms [2021-01-09 15:19:03 main:574] : INFO : Epoch 933 | loss: 0.0311545 | val_loss: 0.0311693 | Time: 1628 ms [2021-01-09 15:19:05 main:574] : INFO : Epoch 934 | loss: 0.0311547 | val_loss: 0.0311717 | Time: 1516.73 ms [2021-01-09 15:19:06 main:574] : INFO : Epoch 935 | loss: 0.0311542 | val_loss: 0.0311693 | Time: 1581.48 ms [2021-01-09 15:19:08 main:574] : INFO : Epoch 936 | loss: 0.0311575 | val_loss: 0.0311705 | Time: 1590.88 ms [2021-01-09 15:19:10 main:574] : INFO : Epoch 937 | loss: 0.0311556 | val_loss: 0.0311697 | Time: 1597.8 ms [2021-01-09 15:19:11 main:574] : INFO : Epoch 938 | loss: 0.0311548 | val_loss: 0.03117 | Time: 1606.28 ms [2021-01-09 15:19:13 main:574] : INFO : Epoch 939 | loss: 0.0311546 | val_loss: 0.0311692 | Time: 1585.46 ms [2021-01-09 15:19:15 main:574] : INFO : Epoch 940 | loss: 0.0311545 | val_loss: 0.0311689 | Time: 1542.25 ms [2021-01-09 15:19:16 main:574] : INFO : Epoch 941 | loss: 0.0311539 | val_loss: 0.0311679 | Time: 1508.59 ms [2021-01-09 15:19:18 main:574] : INFO : Epoch 942 | loss: 0.0311547 | val_loss: 0.0311677 | Time: 1494.6 ms [2021-01-09 15:19:19 main:574] : INFO : Epoch 943 | loss: 0.031154 | val_loss: 0.031169 | Time: 1587.57 ms [2021-01-09 15:19:21 main:574] : INFO : Epoch 944 | loss: 0.0311568 | val_loss: 0.0311674 | Time: 1551.13 ms [2021-01-09 15:19:22 main:574] : INFO : Epoch 945 | loss: 0.0311551 | val_loss: 0.0311768 | Time: 1591.67 ms [2021-01-09 15:19:24 main:574] : INFO : Epoch 946 | loss: 0.031157 | val_loss: 0.0311718 | Time: 1598.58 ms [2021-01-09 15:19:26 main:574] : INFO : Epoch 947 | loss: 0.0311567 | val_loss: 0.0311732 | Time: 1539.69 ms [2021-01-09 15:19:27 main:574] : INFO : Epoch 948 | loss: 0.031157 | val_loss: 0.0311692 | Time: 1542.32 ms [2021-01-09 15:19:29 main:574] : INFO : Epoch 949 | loss: 0.0311554 | val_loss: 0.0311702 | Time: 1567.39 ms [2021-01-09 15:19:30 main:574] : INFO : Epoch 950 | loss: 0.0311542 | val_loss: 0.0311684 | Time: 1591.42 ms [2021-01-09 15:19:32 main:574] : INFO : Epoch 951 | loss: 0.0311542 | val_loss: 0.0311713 | Time: 1597.91 ms [2021-01-09 15:19:34 main:574] : INFO : Epoch 952 | loss: 0.0311551 | val_loss: 0.0311681 | Time: 1515.95 ms [2021-01-09 15:19:35 main:574] : INFO : Epoch 953 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 1514.9 ms [2021-01-09 15:19:37 main:574] : INFO : Epoch 954 | loss: 0.0311561 | val_loss: 0.0311682 | Time: 1554.05 ms [2021-01-09 15:19:38 main:574] : INFO : Epoch 955 | loss: 0.0311545 | val_loss: 0.0311694 | Time: 1568.44 ms [2021-01-09 15:19:40 main:574] : INFO : Epoch 956 | loss: 0.0311559 | val_loss: 0.031173 | Time: 1513.87 ms [2021-01-09 15:19:42 main:574] : INFO : Epoch 957 | loss: 0.0311565 | val_loss: 0.0311687 | Time: 1513.36 ms [2021-01-09 15:19:43 main:574] : INFO : Epoch 958 | loss: 0.0311577 | val_loss: 0.0311756 | Time: 1556.1 ms [2021-01-09 15:19:45 main:574] : INFO : Epoch 959 | loss: 0.0311559 | val_loss: 0.0311693 | Time: 1531.27 ms [2021-01-09 15:19:46 main:574] : INFO : Epoch 960 | loss: 0.0311557 | val_loss: 0.0311702 | Time: 1534.41 ms [2021-01-09 15:19:48 main:574] : INFO : Epoch 961 | loss: 0.0311562 | val_loss: 0.0311695 | Time: 1605.26 ms [2021-01-09 15:19:50 main:574] : INFO : Epoch 962 | loss: 0.031156 | val_loss: 0.0311667 | Time: 1596.54 ms [2021-01-09 15:19:51 main:574] : INFO : Epoch 963 | loss: 0.0311559 | val_loss: 0.0311701 | Time: 1577.22 ms [2021-01-09 15:19:53 main:574] : INFO : Epoch 964 | loss: 0.0311554 | val_loss: 0.0311681 | Time: 1590.41 ms [2021-01-09 15:19:54 main:574] : INFO : Epoch 965 | loss: 0.0311551 | val_loss: 0.0311694 | Time: 1592.55 ms [2021-01-09 15:19:56 main:574] : INFO : Epoch 966 | loss: 0.0311573 | val_loss: 0.0311679 | Time: 1518.57 ms [2021-01-09 15:19:58 main:574] : INFO : Epoch 967 | loss: 0.0311556 | val_loss: 0.0311676 | Time: 1581.47 ms [2021-01-09 15:19:59 main:574] : INFO : Epoch 968 | loss: 0.031156 | val_loss: 0.0311677 | Time: 1608.42 ms [2021-01-09 15:20:01 main:574] : INFO : Epoch 969 | loss: 0.0311577 | val_loss: 0.0311717 | Time: 1548.03 ms [2021-01-09 15:20:02 main:574] : INFO : Epoch 970 | loss: 0.0311565 | val_loss: 0.0311668 | Time: 1607.16 ms [2021-01-09 15:20:04 main:574] : INFO : Epoch 971 | loss: 0.0311545 | val_loss: 0.0311673 | Time: 1525.14 ms [2021-01-09 15:20:06 main:574] : INFO : Epoch 972 | loss: 0.0311546 | val_loss: 0.0311683 | Time: 1585.33 ms [2021-01-09 15:20:07 main:574] : INFO : Epoch 973 | loss: 0.031154 | val_loss: 0.0311679 | Time: 1570.3 ms [2021-01-09 15:20:09 main:574] : INFO : Epoch 974 | loss: 0.0311544 | val_loss: 0.0311722 | Time: 1559.69 ms [2021-01-09 15:20:10 main:574] : INFO : Epoch 975 | loss: 0.0311551 | val_loss: 0.0311693 | Time: 1579.36 ms [2021-01-09 15:20:12 main:574] : INFO : Epoch 976 | loss: 0.0311541 | val_loss: 0.0311702 | Time: 1533.57 ms [2021-01-09 15:20:14 main:574] : INFO : Epoch 977 | loss: 0.0311541 | val_loss: 0.0311681 | Time: 1581.09 ms [2021-01-09 15:20:15 main:574] : INFO : Epoch 978 | loss: 0.0311537 | val_loss: 0.0311676 | Time: 1589.81 ms [2021-01-09 15:20:17 main:574] : INFO : Epoch 979 | loss: 0.0311535 | val_loss: 0.0311676 | Time: 1526.92 ms [2021-01-09 15:20:18 main:574] : INFO : Epoch 980 | loss: 0.031155 | val_loss: 0.031172 | Time: 1558.83 ms [2021-01-09 15:20:20 main:574] : INFO : Epoch 981 | loss: 0.0311545 | val_loss: 0.0311689 | Time: 1555.68 ms [2021-01-09 15:20:22 main:574] : INFO : Epoch 982 | loss: 0.0311544 | val_loss: 0.0311719 | Time: 1590.62 ms [2021-01-09 15:20:23 main:574] : INFO : Epoch 983 | loss: 0.0311543 | val_loss: 0.0311706 | Time: 1566.48 ms [2021-01-09 15:20:25 main:574] : INFO : Epoch 984 | loss: 0.0311537 | val_loss: 0.0311703 | Time: 1556.06 ms [2021-01-09 15:20:26 main:574] : INFO : Epoch 985 | loss: 0.0311557 | val_loss: 0.0311718 | Time: 1539.79 ms [2021-01-09 15:20:28 main:574] : INFO : Epoch 986 | loss: 0.031156 | val_loss: 0.03117 | Time: 1578.98 ms [2021-01-09 15:20:30 main:574] : INFO : Epoch 987 | loss: 0.0311556 | val_loss: 0.0311715 | Time: 1566.17 ms [2021-01-09 15:20:31 main:574] : INFO : Epoch 988 | loss: 0.0311565 | val_loss: 0.0311716 | Time: 1609.43 ms [2021-01-09 15:20:33 main:574] : INFO : Epoch 989 | loss: 0.0311562 | val_loss: 0.0311718 | Time: 1601.13 ms [2021-01-09 15:20:34 main:574] : INFO : Epoch 990 | loss: 0.0311554 | val_loss: 0.0311745 | Time: 1579.83 ms [2021-01-09 15:20:36 main:574] : INFO : Epoch 991 | loss: 0.0311536 | val_loss: 0.0311737 | Time: 1533.8 ms [2021-01-09 15:20:38 main:574] : INFO : Epoch 992 | loss: 0.031153 | val_loss: 0.0311719 | Time: 1525.7 ms [2021-01-09 15:20:39 main:574] : INFO : Epoch 993 | loss: 0.0311536 | val_loss: 0.0311687 | Time: 1599.2 ms [2021-01-09 15:20:41 main:574] : INFO : Epoch 994 | loss: 0.031157 | val_loss: 0.0311697 | Time: 1537.25 ms [2021-01-09 15:20:42 main:574] : INFO : Epoch 995 | loss: 0.0311557 | val_loss: 0.0311686 | Time: 1599.45 ms [2021-01-09 15:20:44 main:574] : INFO : Epoch 996 | loss: 0.0311556 | val_loss: 0.0311679 | Time: 1553.37 ms [2021-01-09 15:20:46 main:574] : INFO : Epoch 997 | loss: 0.031156 | val_loss: 0.0311678 | Time: 1537.18 ms [2021-01-09 15:20:47 main:574] : INFO : Epoch 998 | loss: 0.0311554 | val_loss: 0.0311704 | Time: 1621.56 ms [2021-01-09 15:20:49 main:574] : INFO : Epoch 999 | loss: 0.0311551 | val_loss: 0.0311693 | Time: 1560 ms [2021-01-09 15:20:50 main:574] : INFO : Epoch 1000 | loss: 0.0311547 | val_loss: 0.0311683 | Time: 1525.57 ms [2021-01-09 15:20:52 main:574] : INFO : Epoch 1001 | loss: 0.0311554 | val_loss: 0.0311727 | Time: 1573.64 ms [2021-01-09 15:20:54 main:574] : INFO : Epoch 1002 | loss: 0.0311544 | val_loss: 0.0311709 | Time: 1507.5 ms [2021-01-09 15:20:55 main:574] : INFO : Epoch 1003 | loss: 0.0311553 | val_loss: 0.0311714 | Time: 1522.5 ms [2021-01-09 15:20:57 main:574] : INFO : Epoch 1004 | loss: 0.0311533 | val_loss: 0.0311711 | Time: 1544.43 ms [2021-01-09 15:20:58 main:574] : INFO : Epoch 1005 | loss: 0.0311537 | val_loss: 0.0311686 | Time: 1600.61 ms [2021-01-09 15:21:00 main:574] : INFO : Epoch 1006 | loss: 0.031154 | val_loss: 0.0311722 | Time: 1546.75 ms [2021-01-09 15:21:02 main:574] : INFO : Epoch 1007 | loss: 0.0311556 | val_loss: 0.0311729 | Time: 1524.07 ms [2021-01-09 15:21:03 main:574] : INFO : Epoch 1008 | loss: 0.0311541 | val_loss: 0.0311717 | Time: 1616.52 ms [2021-01-09 15:21:05 main:574] : INFO : Epoch 1009 | loss: 0.0311576 | val_loss: 0.0311737 | Time: 1551.33 ms [2021-01-09 15:21:06 main:574] : INFO : Epoch 1010 | loss: 0.0311583 | val_loss: 0.0311748 | Time: 1527.96 ms [2021-01-09 15:21:08 main:574] : INFO : Epoch 1011 | loss: 0.0311572 | val_loss: 0.0311741 | Time: 1571.47 ms [2021-01-09 15:21:10 main:574] : INFO : Epoch 1012 | loss: 0.0311579 | val_loss: 0.0311761 | Time: 1609.93 ms [2021-01-09 15:21:11 main:574] : INFO : Epoch 1013 | loss: 0.0311589 | val_loss: 0.0311746 | Time: 1578.07 ms [2021-01-09 15:21:13 main:574] : INFO : Epoch 1014 | loss: 0.0311584 | val_loss: 0.0311718 | Time: 1604.99 ms [2021-01-09 15:21:15 main:574] : INFO : Epoch 1015 | loss: 0.0311583 | val_loss: 0.0311712 | Time: 1658.55 ms [2021-01-09 15:21:16 main:574] : INFO : Epoch 1016 | loss: 0.0311583 | val_loss: 0.0311713 | Time: 1644.05 ms [2021-01-09 15:21:18 main:574] : INFO : Epoch 1017 | loss: 0.0311566 | val_loss: 0.0311697 | Time: 1559.76 ms [2021-01-09 15:21:19 main:574] : INFO : Epoch 1018 | loss: 0.0311565 | val_loss: 0.0311723 | Time: 1608.81 ms [2021-01-09 15:21:21 main:574] : INFO : Epoch 1019 | loss: 0.031157 | val_loss: 0.0311711 | Time: 1619.7 ms [2021-01-09 15:21:23 main:574] : INFO : Epoch 1020 | loss: 0.0311549 | val_loss: 0.0311702 | Time: 1722.79 ms [2021-01-09 15:21:25 main:574] : INFO : Epoch 1021 | loss: 0.0311551 | val_loss: 0.0311744 | Time: 1600.14 ms [2021-01-09 15:21:26 main:574] : INFO : Epoch 1022 | loss: 0.0311554 | val_loss: 0.031176 | Time: 1858.26 ms [2021-01-09 15:21:28 main:574] : INFO : Epoch 1023 | loss: 0.0311544 | val_loss: 0.0311692 | Time: 1596.94 ms [2021-01-09 15:21:30 main:574] : INFO : Epoch 1024 | loss: 0.0311549 | val_loss: 0.0311722 | Time: 1614.9 ms [2021-01-09 15:21:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311722 [2021-01-09 15:21:30 main:603] : INFO : Saving end state to config to file [2021-01-09 15:21:30 main:608] : INFO : Success, exiting.. 15:21:30 (19652): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)